Wiltshire Jelani, Huffer Fred W, Parker William C
Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY 14642 ; Department of Statistics, Florida State University, Tallahassee, FL 32306-4330.
Department of Statistics, Florida State University, Tallahassee, FL 32306-4330.
J Appl Stat. 2014 Sep 1;41(9):2028-2043. doi: 10.1080/02664763.2014.907394.
Van Valen's Red Queen hypothesis states that within a homogeneous taxonomic group the age is statistically independent of the rate of extinction. The case of the Red Queen hypothesis being addressed here is when the homogeneous taxonomic group is a group of similar species. Since Van Valen's work, various statistical approaches have been used to address the relationship between taxon age and the rate of extinction. We propose a general class of test statistics that can be used to test for the effect of age on the rate of extinction. These test statistics allow for a varying background rate of extinction and attempt to remove the effects of other covariates when assessing the effect of age on extinction. No model is assumed for the covariate effects. Instead we control for covariate effects by pairing or grouping together similar species. Simulations are used to compare the power of the statistics. We apply the test statistics to data on Foram extinctions and find that age has a positive effect on the rate of extinction. A derivation of the null distribution of one of the test statistics is provided in the supplementary material.
范·瓦伦的“红皇后假说”指出,在一个同质分类群中,物种年龄在统计学上与灭绝速率无关。这里所探讨的“红皇后假说”的情况是,当同质分类群为一组相似物种时。自范·瓦伦的研究工作以来,各种统计方法已被用于研究分类群年龄与灭绝速率之间的关系。我们提出了一类通用的检验统计量,可用于检验年龄对灭绝速率的影响。这些检验统计量考虑了不同的背景灭绝速率,并在评估年龄对灭绝的影响时试图消除其他协变量的影响。对于协变量的影响不做任何模型假设。相反,我们通过将相似物种配对或分组来控制协变量的影响。通过模拟来比较这些统计量的功效。我们将检验统计量应用于有孔虫灭绝的数据,发现年龄对灭绝速率有正向影响。补充材料中给出了其中一个检验统计量的零分布的推导过程。